{"id":"W2914722823","doi":"10.1002/aic.16573","title":"Theory of dissolution and precipitation waves—redux","year":2019,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energi Simulation","keywords":"Dissolution; Partial differential equation; Saturation (graph theory); Ion; Dispersion (optics); Precipitation; Thermodynamics; Conservation law; Chemistry; Mathematics; Mathematical analysis; Mechanics; Physics; Physical chemistry; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005688432,0.0004301038,0.0006484585,0.001106816,0.0008087553,0.001636282,0.001153355,0.001144477,0.005062762],"category_scores_gemma":[0.001136778,0.0002492112,0.000748673,0.0002981758,0.001633425,0.001874738,0.001302276,0.001032372,0.0006656852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806972,"about_ca_system_score_gemma":0.0006460269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233652,"about_ca_topic_score_gemma":0.0003954788,"domain_scores_codex":[0.999684,0.00007927835,0.00001154901,0.0000449021,0.0001212459,0.00005907783],"domain_scores_gemma":[0.9997045,0.00007510281,0.00004930814,0.00003106292,0.0000913626,0.00004855999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001927999,0.00001646572,0.0001750252,0.0000205368,0.000006896043,0.00007621175,0.00007388113,0.01954282,0.001526732,0.9747382,0.0007727442,0.003031123],"study_design_scores_gemma":[0.00003710964,0.00005054564,0.0002190063,0.00001715167,0.000007682343,0.0001216173,0.00008845085,0.4672903,0.00142766,0.5255044,0.00521605,0.00002000642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2404052,0.001641822,0.5991585,0.004477481,0.0005001615,0.0001575955,0.0002305948,0.000323053,0.1531056],"genre_scores_gemma":[0.9173365,0.0007490834,0.02668182,0.0004570508,0.0002938952,0.0001855564,0.00008564682,0.00006991343,0.0541405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005062762,"threshold_uncertainty_score":0.0169366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240330349021877,"score_gpt":0.2442742964369338,"score_spread":0.2318709929467151,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}